DocumentCode
2688515
Title
An improved particle swarm optimization algorithm with disturbance
Author
Jian, Wei ; Xue, Yuncan ; Qian, Jixin
Author_Institution
Inst. of Syst. Eng., Zhejiang Univ., Hangzhou, China
Volume
6
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
5900
Abstract
The impacts of constant parameters on particle swarm optimization are discussed. A velocity or position disturbance is introduced to prevent premature phenomenon of the original algorithm. A valve is introduced and the selection criteria are discussed. Simulations have been carried and the results show this improved algorithm has better performance by comparing with original particle swarm optimization.
Keywords
combinatorial mathematics; convergence; evolutionary computation; optimisation; particle swarm optimization algorithm; position disturbance; velocity disturbance; Automation; Convergence; Evolutionary computation; Genetic algorithms; Modeling; Particle swarm optimization; Stochastic processes; Systems engineering and theory; Topology; Valves;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1401137
Filename
1401137
Link To Document